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US 2019/0197412 A1Published application
Subsymbolic encoding with preserved semantic relationships
AssigneeSap SE
InventorsJana LANG, Matthias KAISER
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AssigneeSap SE
InventorsJana LANG, Matthias KAISER
Estimating the term…
Disclosed herein are system, method, and computer program product embodiments for encoding symbolic data into a subsymbolic format while preserving the semantic arrangement of the symbolic data. In an embodiment, to encode the symbolic data, a subsymbolic encoder system may convert a symbolic graph into a tuple representation having tuple elements corresponding to the nodes of the symbolic graph. The subsymbolic encoder system may retrieve a dictionary identification for each tuple element and calculate a subsymbolic value for each tuple element using an exponential component. The subsymbolic encoder system may standardize the length of the subsymbolic values and/or add a weighted relationship indicator to the subsymbolic values. The subsymbolic encoder system may transmit the subsymbolic values to a subsymbolic intelligence system.
A computer implemented method, comprising:
A system, comprising:
A non-transitory computer-readable device having instructions stored thereon that, when executed by at least one computing device, causes the at least one computing device to perform operations comprising:
Dependencies are inferred from the claim text.